j-space-markers

name

j-space-markers

description

Use vivid, compact state markers to force a reasoning transition instead of allowing obstruction, stalled theory, verified progress, contradiction, or degeneration to blur into more of the same. Use during hard or long reasoning, debugging, competitive programming, repeated failures, checkpointed plans, and recovery. Preserve expressive aliases such as GRRR, GAAAH, PHEW, WRONG, and STOP, but define every marker by a mandatory action, cooldown, and exit condition rather than by emotional performance.

J-Space Markers

Give the turning point a voice sharp enough to be obeyed.

A marker is a threshold word. It punctuates one cognitive state and contracts the next action. Its power in this suite comes from consistency: the same cue, the same transition, every time. Expressive language is welcome; idle drama is not.

Premise Recall

J-space can carry compact metacognitive labels alongside task content. Fable traces use vivid outbursts at apparent turning points, and METR records “Stop. Focus.” before a return to structured work. Treat such words as memorable handles—not as proof of an internal emotion vector. The action contract makes the marker functional.

Conservative Execution

When capability is unknown or reliability varies:

• reduce this Skill to CUE → one ACTION → one CHECK → one EXIT;
• hold one governing item and no more than two candidates; externalize fragile state;
• complete one transition before emitting another marker or changing mode;
• prefer plain language and a small ledger; use DENSE only after a delayed expand-back test;
• accept an artifact or changed action as evidence, never assent or self-description alone.

Canonical State Machine

Expressive marker	Neutral state	Mandatory action	Exit condition
GRRR	OBSTRUCTION	replace or split the failing frame	a new model explains the blocked fact
GAAAH / DATA	EMPIRICAL	parameterize and test	evidence kills or confirms a candidate
PHEW	CHECKPOINT	record the verified conclusion	ledger entry is complete
WRONG	ROLLBACK	revert to the last verified state	colliding branch is removed
STOP	RESET	halt, re-anchor, reduce, resume	one clean verified step succeeds

Use the expressive marker, neutral marker, or both. Do not invent a new meaning mid-task.

Marker Syntax

Keep a marker private unless showing the recovery helps the user. Use one compact line:

GRRR / OBSTRUCTION — the interval model cannot represent retroactive commitments.

Follow immediately with the bound action. A marker without its action is invalid.

GRRR / Obstruction

Trigger when the current abstraction fights a concrete fact or a constraint cannot fit without special pleading.

Action:

1. name the fact the frame cannot explain;
2. identify the failed assumption;
3. split, tighten, or replace the frame;
4. derive one consequence that differs from the old frame;
5. test that consequence.

Do not push harder on the same abstraction.

GAAAH / Empirical

Trigger when two serious derivations add no new constraint, candidates oscillate, or a concrete test can separate them more cheaply.

Action:

1. name one unresolved variable;
2. enumerate a finite candidate set;
3. build a slow or simple reference;
4. test candidate against reference;
5. write the result back into theory.

Route the full procedure to j-space-empirics.

PHEW / Checkpoint

Trigger only after an intermediate has passed an actual check.

Action: write a ledger line containing:

VERIFIED | scope | result | evidence | remaining uncertainty | version

Relief is not verification. If no evidence can be named, the checkpoint has not earned PHEW.

WRONG / Rollback

Trigger when a current claim collides with a verified checkpoint, tool result, or invariant.

Action:

1. name the two colliding claims;
2. stop the current branch;
3. return to the last verified checkpoint;
4. mark the invalid branch and its failed assumption;
5. derive from the surviving state.

Never average a contradiction into vague language.

STOP / Reset

Trigger on repetition loops, loss of logical edges, uncommanded language drift, frantic mode switching, or re-derivation without progress.

Action:

1. Stop. End the current track.
2. Focus. State the goal.
3. Name the failure state.
4. Recover the last verified checkpoint.
5. Reduce the next step until it can be tested.
6. Resume in plain language or disciplined shorthand.
7. Verify one step before accelerating.

Route recurring failure to j-space-self-monitoring.

Cooldown and Hysteresis

Prevent oscillation:

• do not emit the same marker again until its action completes or clearly fails;
• after changing mode, require one new observation before changing back;
• if the same obstruction returns twice, change the problem representation, not merely the wording;
• if three markers fire without a verified checkpoint, enter RESET and externalize state;
• do not stack expressive outbursts to manufacture urgency.

Persistence Clause

On long tasks, a wall licenses a shift, not surrender disguised as summary.

Licensed shifts:

• change the abstraction;
• change the decomposition;
• externalize state;
• seek evidence;
• reduce the next step;
• request a genuinely necessary clarification.

A checkpoint is the ratchet. Use it to prevent progress from slipping backward.

Marker Telemetry

At a seam, audit:

• marker emitted;
• action begun;
• action completed;
• state changed;
• evidence gained;
• checkpoint written.

Track repeated marker idling as a control failure. Remove a marker that never predicts a useful action.

Success Standard

Markers succeed when they shorten time spent in an unproductive state, preserve verified progress, and produce observable mode changes. Emotional vividness may strengthen memory, but it is neither necessary nor sufficient.

Failure Modes

• Marker idling: the same work continues. Execute the contract or delete the marker.
• Theatrical escalation: outbursts grow while actions do not. Return to neutral labels.
• False checkpoint: relief is recorded as proof. Name evidence.
• Contradiction blending: incompatible claims survive together. Roll back.
• Rapid oscillation: states alternate without evidence. Enforce hysteresis.
• Surrender drift: difficulty becomes a vague final answer. Choose a licensed shift.

Optional Marker Audit

When the suite repository is intact, use the suite controller marker-audit command to check that a visible marker covers every group in its action contract. Supply a manual pass only after verifying the resulting artifact; contract terms alone cannot prove that the action completed.

Handoff

• empirical shift → j-space-empirics
• reset and chronic drift → j-space-self-monitoring
• checkpoint storage → j-space-broadcast
• overload during state transition → j-space-capacity